Anoop P. S.

Enhancing Cardamom Price Forecasting: Integration of XG Boost Model for a Robust Ensemble Model

Anoop P. S., Biju M.K., Sujith P. S. & Keerthy T.R. · South Asian Journal of Social Studies and Economics · 2025

This study focuses on predicting future cardamom prices in Kerala using data from the Spices Board of Kerala (2014–2024). We propose an ensemble model that integrates the XG Boost machine learning algorithm to enhance predictive accuracy. Our analysis identified daily average pri...